🚀 2025 in Computing: Seven Transformative Shifts
**It's the most wonderful time of the year! VC prediction season! 😂**
Here are seven key shifts that will redefine the industry in 2025:
1) 🌐 The Second Wave of AI Infrastructure: Moving beyond prompt engineering to scalable, secure, and reliable AI systems with private clouds and on-device processing.
2) 🖥️ OS for Agents - Standardized frameworks emerge for managing AI-driven microservices, enabling seamless coordination between specialized agents.
3) 🎮 Simulative Environments Enhance AI Reliability - Dynamic, game-like simulations become essential for testing and training AI, ensuring robust performance in real-world scenarios.
4) 🌍 World Models: Digital Twins Evolve - Advanced generative simulations transform digital twins into dynamic models for robotics, AR/VR, and autonomous systems.
5) 🔄 Less Clicks, More Flow: Evolving Software Experiences - AI-native startups redesign software around multi-agent orchestration and human-agent collaboration, streamlining workflows.
6) 🤖 AI Gets Hands-On: The Rise of Computer Control - Intelligent intermediaries bridge natural language intent with system execution, making sophisticated automation accessible to all.
7) 👁️ Beyond Chat: The Multi-Sensory AI Interface - Ambient computing and natural interaction patterns make AI a seamless part of our daily environments through smart devices and AR.
🔗 Dive into these predictions in my latest blog post! [Link in comments]
✨ Bonus Highlight: Given yesterday's news, I'd be remiss if I didn't highlight Databricks' historic $10 B Series J funding round, and what that means for the future of data & AI in 2025 & beyond! Expect to see much more coming out of there. Congrats to Ali Ghodsi & the whole Databricks team, and a special shoutout to Naveen Rao, Hanlin Tang, and Jonathan Frankle for their massive contribution to the future of unified data & AI through MosaicML.